采用贝叶斯优化和多尺度卷积网络的五相永磁同步电机匝间短路诊断*

戴显阳, 陈前, 宋向金, 刘正蒙, 徐高红

ITSC Fault Diagnosis for Five-phase Permanent Magnet Synchronous Motors Using Bayesian Optimization and Multiscale Convolutional Neural Network

DAI Xianyang, CHEN Qian, SONG Xiangjin, LIU Zhengmeng, XU Gaohong

表1 试验数据集

标签 转速/ (r/min) 负载/ (N·m) 匝数比(%) 训练集 测试集 HLA 300 1 0 960 240 HLB 500 1 0 960 240 A1R0.1 300 1 1.4 960 240 A2R0.1 300 1 7.1 960 240 A3R0.1 300 1 14.2 960 240 B1R0.1 500 1 1.4 960 240 B2R0.1 500 1 7.1 960 240 B3R0.1 500 1 14.2 960 240